Browsing by Subject "Variational Bayes"

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Determination of Liver Volume Model of an Adult Ghanaian From Some Selected Health Centers for Clinical Applications and Dose Optimization

Amewonor, Emmanuel (Universtity of Cape Coast, 2022-09)

ABSTRACT This thesis considered a flexible two-stage statistical approach to multi-task modeling of multivariate physiological vital signs using GP regression, in which the joint use of nonparametric and Bayesian GP ...
Functional models for longitudinal data with covariate dependent smoothness

Mensah, David K.; Nott, David J.; Tan, Linda S. L.; Marshall, Lucy (University of Cape Coast, 2014)

This paper considers functional models for longitudinal data with subject and group specifc trends modelled using Gaussian processes. Fitting Gaussian process regression models is a computationally challenging task, and ...
A variational Bayes approach to a semiparametric regression using Gaussian process priors

Ong, Victor M. H.; Mensah, David K.; Nott, David J. (University of Cape Coast, 2016)

This paper presents a vibrational Bayes approach to a semi-parametric regression model that consists of parametric and nonparametric components. The assumed univariate nonparametric component is represented with a cosine ...

Now showing items 1-3 of 3

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